Chuangxin He

Super-resolution reconstruction of turbulent velocity fields using a generative adversarial network-based artificial intelligence framework

Zhiwen Deng, Chuangxin He, Yingzheng Liu et al. · Physics of Fluids · 2019 · 260 citations

Turbulent Velocity Fields, Engineering, Generative Adversarial Network +15

Near wake flow analysis of a vertical axis wind turbine by stereoscopic particle image velocimetry

G. Tescione, Daniele Ragni, Chuangxin He et al. · Renewable Energy · 2014 · 257 citations

Engineering, Wind Power Generation, Fluid Mechanics +4

Recovering turbulent flow field from local quantity measurement: turbulence modeling using ensemble-Kalman-filter-based data assimilation

Zhiwen Deng, Chuangxin He, Xin Wen et al. · Journal of Visualization · 2018 · 63 citations

Local Quantity Measurement, Engineering, Turbulent Flow Field +8

A data assimilation model for turbulent flows using continuous adjoint formulation

Chuangxin He, Yingzheng Liu, Lian Gan · Physics of Fluids · 2018 · 61 citations · Full text

Numerical Analysis, Engineering, Fluid Mechanics +19

Deep neural network-based strategy for optimal sensor placement in data assimilation of turbulent flow

Zhiwen Deng, Chuangxin He, Yingzheng Liu · Physics of Fluids · 2021 · 46 citations

Optimal Sensor Placement, Flow Control, Engineering +17